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Mailchimp MCP by usefulapi

List automations

mailchimp_list_automations
Read-only

List the account's classic automations (automated email workflows). Paginated. REST: GET /automations.

Input Schema

NameRequiredDescriptionDefault
countNoRecords to return (Mailchimp `count`; default 10, max 1000).
offsetNoNumber of records to skip (Mailchimp `offset`, for pagination).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

readOnlyHint=true already establishes this as a safe read, so the bar is lower. The description adds that results are paginated and names the underlying REST endpoint, which is useful context, but it says nothing about ordering, default page size, or what a result item contains.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three short, front-loaded fragments: what it lists, that it pages, and the REST endpoint. Nothing is wasted and the core action leads.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple read-only list tool with 100% parameter coverage and no output schema, the description supplies what is needed to invoke it correctly. Only the shape of returned automation records is left unspecified, which is a minor gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Both parameters are fully documented in the schema (100% coverage), so the schema carries the semantics. The word 'Paginated' signals that count/offset drive paging but adds no detail beyond what the schema already explains.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('List the account's classic automations') and disambiguates the term with a parenthetical ('automated email workflows'). No sibling tool covers automations, so an agent can route here without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The scope ('the account's') implies this is the unfiltered listing of all automations, but the description never states when to use it versus other listing tools or any prerequisites. Usage is only implied, matching the minimum-viable bar.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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